{"id":52392,"date":"2024-08-31T21:52:54","date_gmt":"2024-08-31T13:52:54","guid":{"rendered":"https:\/\/swarma.org\/?p=52392"},"modified":"2024-08-31T21:52:54","modified_gmt":"2024-08-31T13:52:54","slug":"anil-seth%ef%bc%9a%e6%9c%ba%e5%99%a8%e7%9a%84%e6%80%9d%e8%80%83%e6%98%af%e5%90%a6%e8%a7%a6%e5%8f%8a%e7%81%b5%e9%ad%82%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=52392","title":{"rendered":"Anil Seth\uff1a\u673a\u5668\u7684\u601d\u8003\u662f\u5426\u89e6\u53ca\u7075\u9b42\uff1f"},"content":{"rendered":"
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\u56fe\u6e90\uff1aMarc-Etienne Peintre<\/span><\/p>\n<\/section>\n

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\u673a\u5668\u80fd\u5426\u771f\u6b63\u62e5\u6709\u610f\u8bc6\uff1f\u8ba4\u77e5\u548c\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u6559\u6388\u3001\u8428\u8d5b\u514b\u65af\u5927\u5b66\u585e\u514b\u52d2\u610f\u8bc6\u79d1\u5b66\u53ca\u5fc3\u7406\u4e2d\u5fc3\u521b\u59cb\u4eba\u4e4b\u4e00\u7684Anil Seth\uff0c\u4f5c\u4e3a\u610f\u8bc6\u9886\u57df\u7684\u6743\u5a01\u4e13\u5bb6\uff0c\u8fd1\u65e5\u5728arxiv\u7684\u7efc\u8ff0\u8bba\u6587\u4e2d\u63d0\u51fa\uff0c\u5c3d\u7ba1\u6280\u672f\u8fdb\u6b65\u8fc5\u901f\uff0c\u4f46\u5b9e\u73b0\u5177\u6709\u610f\u8bc6\u7684AI\u8fd8\u9700\u8981\u6ee1\u8db3\u4e00\u7cfb\u5217\u590d\u6742\u7684\u73b0\u5b9e\u6761\u4ef6\u3002\u4ed6\u7740\u91cd\u6307\u51fa\uff0c\u610f\u8bc6\u53ef\u80fd\u4e0e\u6211\u4eec\u4f5c\u4e3a\u751f\u7269\u4f53\u5177\u6709\u672c\u8d28\u5173\u8054\uff0c\u5e76\u7531\u6b64\u53cd\u9a73\u4e86\u201c\u53ea\u8981\u6709\u8db3\u591f\u7684\u7b97\u529b\u5c31\u80fd\u4ea7\u751f\u610f\u8bc6\u201d\u7684\u5e38\u89c1\u89c2\u5ff5\u3002<\/span><\/strong><\/span><\/strong><\/section>\n
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\u8ffd\u95eenextquestion<\/span> <\/span>| <\/span><\/strong><\/span>\u6765\u6e90<\/strong><\/span><\/strong><\/span><\/strong><\/span><\/p>\n<\/section>\n

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Seth, Anil. ‘Conscious artificial intelligence and biological naturalism.’ (2024).<\/span><\/section>\n<\/section>\n<\/section>\n
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\u963f\u5c3c\u5c14\u00b7\u8d5b\u65af\uff08Anil Seth\uff09\uff1a<\/span><\/strong>\u8ba4\u77e5\u548c\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u6559\u6388\uff0c\u8428\u8d5b\u514b\u65af\u5927\u5b66\u585e\u514b\u52d2\u610f\u8bc6\u79d1\u5b66\u53ca\u5fc3\u7406\u4e2d\u5fc3\u521b\u59cb\u4eba\u4e4b\u4e00\u3002\u4ed6\u53d1\u8868\u4e86100\u591a\u7bc7\u79d1\u5b66\u8bba\u6587\uff0c\u5e76\u4e3a\u666e\u901a\u5927\u4f17\u8bb2\u6388\u548c\u64b0\u5199\u6709\u5173\u795e\u7ecf\u79d1\u5b66\u7684\u6587\u7ae0\uff0c\u5b9a\u671f\u4e3a\u300a\u65b0\u79d1\u5b66\u5bb6\u300b\uff08New Scientist\uff09\u3001\u300a\u536b\u62a5\u300b\uff08The Guardian\uff09\u548c\u82f1\u56fd\u5e7f\u64ad\u516c\u53f8\uff08BBC\uff09\u64b0\u7a3f\u3002\u4ed6\u7684\u7814\u7a76\u88ab\u4f17\u591a\u5a92\u4f53\u62a5\u9053\uff0c\u66fe\u63a5\u53d7BBC\u3001\u5948\u98de\uff08Netflix\uff09\u4ee5\u53ca\u7f8e\u56fd\u8457\u540d\u54f2\u5b66\u5bb6\u3001\u795e\u7ecf\u5b66\u5bb6\u8428\u59c6\u00b7\u54c8\u91cc\u65af\uff08Sam Harris\uff09\u7684\u64ad\u5ba2\u91c7\u8bbf\u3002\u4ed6\u57282017\u5e74\u7684TED\u6f14\u8bb2\u5df2\u88ab\u89c2\u770b\u8d85\u8fc71100\u4e07\u6b21\uff0c\u8fd9\u8bc1\u660e\u4ed6\u6709\u7740\u4e0d\u53ef\u601d\u8bae\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u4f7f\u590d\u6742\u7684\u79d1\u5b66\u53d8\u5f97\u6613\u61c2\u548c\u6709\u8da3\u3002\u4ed6\u6700\u65b0\u7684\u4f5c\u54c1\u4e3a\u300a\u610f\u8bc6\u673a\u5668\u300b\u3002<\/span><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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1. \u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u662f\u5426\u5177\u6709\u610f\u8bc6\u7684\u8ba8\u8bba<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u968f\u7740AI\u7cfb\u7edf\u65e5\u76ca\u5f3a\u5927\uff0c\u5173\u4e8eAI\u662f\u5426\u5177\u5907\u610f\u8bc6\u7684\u8ba8\u8bba\u4e0d\u65ad\u5347\u6e29\uff0c\u4e0b\u9762\u5148\u6982\u8ff0\u4e4b\u524d\u4f17\u591a\u5b66\u8005\u5bf9\u8be5\u95ee\u9898\u7684\u8ba8\u8bba\u3002<\/span>\u201c\u610f\u8bc6\u7684\u56f0\u96be\u95ee\u9898\u201d\u63d0\u51fa\u8005David J. Chalmers\u57282023\u5e74\u7684\u8bba\u6587\u4e2d\u63d0\u51fa\uff0c\u5c3d\u7ba1\u76ee\u524d\u7684AI\u6a21\u578b\u9762\u4e34\u591a\u9879\u6280\u672f\u969c\u788d<\/strong>\uff0c\u4f8b\u5982\u7f3a\u5c11\u9012\u5f52\u5904\u7406\u80fd\u529b\u3001\u5168\u5c40\u5de5\u4f5c\u7a7a\u95f4\u4ee5\u53ca\u6574\u4f53\u80fd\u52a8\u6027\u7b49\uff0c\u4f46\u8fd9\u4e9b\u969c\u788d\u5f88\u53ef\u80fd\u5728\u672a\u6765\u5341\u5e74\u5de6\u53f3\u88ab\u514b\u670d<\/strong>\u3002<\/span>Chalmer\u8ba4\u4e3a\u5c3d\u7ba1\u5927\u8bed\u8a00\u6a21\u578b\u5f53\u524d\u53ef\u80fd\u4e0d\u5177\u5907\u610f\u8bc6\uff0c\u4f46\u6211\u4eec\u5e94\u8be5\u8ba4\u771f\u8003\u8651\uff0c\u5728\u4e0d\u8fdc\u7684\u672a\u6765\uff0c\u4e0b\u4e00\u4ee3\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5c06\u53ef\u80fd\u4f1a\u5177\u5907\u610f\u8bc6\u3002<\/span><\/span><\/p>\n<\/section>\n

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Chalmers, David J. ‘Could a large language model be conscious?.’ arXiv preprint arXiv:2303.07103 (2023).<\/span><\/section>\n<\/section>\n<\/section>\n
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\u540c\u65f6\uff0c\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u4e2d\u5fc3<\/span> \uff08Center for AI Safety, CAIS\uff09<\/span>\u7efc\u5408\u4e86Yoshua Bengio\u7b49\u591a\u4f4d\u6743\u5a01\u4eba\u58eb\u7684\u8ba8\u8bba\uff0c\u5728\u4e00\u4efd\u62a5\u544a\u4e2d\u6307\u51fa\uff0c\u5c3d\u7ba1\u5f53\u524d\u7684\u4eba\u5de5\u667a\u80fd\u4e0d\u5177\u5907\u610f\u8bc6\uff0c\u4f46\u8bb8\u591a\u795e\u7ecf\u79d1\u5b66\u7406\u8bba\u5df2\u63d0\u51fa\u53ef\u884c\u7684\u8bc4\u4f30AI\u610f\u8bc6\u7684\u6307\u6807\uff0c\u57fa\u4e8e\u73b0\u6709\u6280\u672f\u8fd9\u4e9b\u6307\u6807\u662f\u53ef\u4ee5\u5b9e\u73b0\u7684\u3002<\/strong><\/span><\/section>\n<\/section>\n
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\u4e0d\u540c\u610f\u8bc6\u7406\u8bba\u4e0b\u5bf9\u4e8e\u673a\u5668\u662f\u5426\u80fd\u5177\u6709\u610f\u8bc6\u7684\u8ba8\u8bba\u65b9\u5411\u3002Butlin, Patrick, et al. ‘Consciousness in artificial intelligence: insights from the science of consciousness.’ arXiv preprint arXiv:2308.08708 (2023). \u56fe\u7247\uff1a\u667a\u4e1c\u897f\u3002<\/span><\/section>\n<\/section>\n<\/section>\n
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\u7136\u800c\uff0c\u8ba1\u7b97\u529f\u80fd\u4e3b\u4e49\u7684\u6279\u8bc4\u8005\u6307\u51fa\uff0c\u5f53\u751f\u7269\u7ec4\u6210\u90e8\u5206<\/span>\uff08\u795e\u7ecf\u5143\uff09<\/span>\u88ab\u975e\u751f\u7269<\/span>\uff08\u7845\uff09<\/span>\u90e8\u5206\u6240\u66ff\u4ee3\u65f6\uff0c\u7cfb\u7edf\u5728\u5185\u90e8\u8fd0\u4f5c\u65b9\u5f0f\u53ca\u5176\u6574\u4f53\u884c\u4e3a\u4e0a\u5c06\u4e0d\u53ef\u907f\u514d\u5730\u5b58\u5728\u5dee\u5f02\u3002\u751f\u7269\u5b66\u529f\u80fd\u662f\u901a\u8fc7\u590d\u6742\u7684\u8fdb\u5316\u8fc7\u7a0b\u5f62\u6210\u7684\uff0c\u79ef\u7d2f\u4e86\u5927\u91cf\u7684\u76f8\u4e92\u4f9d\u5b58\u548c\u5076\u7136\u6027\uff0c\u5176\u4e2d\u90e8\u5206\u53ef\u80fd\u770b\u8d77\u6765\u662f\u4efb\u610f\u7684\uff0c\u4f46\u8fd9\u4e9b\u7279\u5f81\u7684\u5408\u529b\u5bfc\u81f4\u4e86\u5927\u8111\u5185\u90e8\u7ed3\u6784\u4e2d\u201c\u4e00\u822c\u6027\u4e14\u6839\u6df1\u8482\u56fa\u7684\u201d\u7ec4\u7ec7\u539f\u5219\u3002\u8fd9\u4e3a\u7528\u7845\u57fa\u66ff\u4ee3\u78b3\u57fa\u7684\u53ef\u80fd\u6027\u65bd\u52a0\u4e86\u8bb8\u591a\u9650\u5236\u3002<\/span><\/p>\n


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Wang, Yaoben, et al. ‘Sustained release of nitric oxide and cascade generation of reactive nitrogen\/oxygen species via an injectable hydrogel for tumor synergistic therapy.’ Advanced Functional Materials 32.36 (2022): 2206554.<\/span><\/section>\n<\/section>\n<\/section>\n
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\u4ee5\u4e0a\u7684\u8bc1\u636e\u867d\u7136\u4e0d\u8db3\u4ee5\u63a8\u7ffb\u8ba1\u7b97\u529f\u80fd\u4e3b\u4e49\uff0c\u4f46\u5374\u80fd\u591f\u8ba9\u5176\u663e\u5f97\u4e0d\u90a3\u4e48\u81ea\u5706\u5176\u8bf4\u3002<\/span>\u8ba1\u7b97\u529f\u80fd\u4e3b\u4e49\u610f\u5473\u7740\uff1a<\/span>\u673a\u5668\u5177\u6709\u667a\u80fd\u7684\u57fa\u7840\u662f\u8ba1\u7b97\u529f\u80fd\uff0c\u4e0e\u5176\u7269\u7406\u7279\u6027\u65e0\u5173\uff0c\u57fa\u4e8e\u78b3\u57fa\u7684\u8ba1\u7b97\u4e5f\u9002\u5408\u4e8e\u7845\u57fa\u3002<\/span>\u4f46\u5982\u679c\u5927\u8111\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e0e\u5176\u78b3\u57fa\u7269\u7406\u5b9e\u73b0\u5bc6\u5207\u76f8\u5173\uff0c\u6211\u4eec\u6216\u8bb8\u6709\u66f4\u5145\u5206\u7684\u7406\u7531\u8d28\u7591\uff0c\u673a\u5668\u6700\u7ec8\u4e5f\u80fd\u8868\u73b0\u51fa\u610f\u8bc6\u7684\u89c2\u70b9\u3002<\/span><\/p>\n<\/section>\n

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\u6211\u4eec\u4e4b\u6240\u4ee5\u5c06\u5927\u8111\u770b\u6210\u662f\u8ba1\u7b97\u673a\uff0c\u662f\u56e0\u4e3a\u4e60\u60ef\u4e86\u4ece\u5927\u8111\u7684\u8ba4\u77e5\u529f\u80fd\u51fa\u53d1\u601d\u8003\u95ee\u9898\u3002\u7136\u800c\uff0c\u968f\u7740\u5bf9\u5927\u8111\u5185\u90e8\u8fd0\u884c\u673a\u5236\u7684\u4e86\u89e3\u6df1\u5165\uff0c\u795e\u7ecf\u79d1\u5b66\u754c\u5e76\u6ca1\u6709\u53d1\u73b0\u751f\u7269\u8111\u7684\u201c\u5fc3\u667a\u8f6f\u4ef6\u201d\u548c\u201c\u6e7f\u4ef6\u201d\u4e4b\u95f4\uff0c\u5b58\u5728\u7c7b\u4f3c\u4e8e\u8ba1\u7b97\u673a\u786c\u4ef6\u548c\u8f6f\u4ef6\u4e4b\u95f4\u7684\u660e\u663e\u533a\u522b\u3002<\/strong><\/span><\/p>\n


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\u5927\u8111\u6d3b\u52a8\u6a21\u5f0f\u5728\u591a\u4e2a\u7a7a\u95f4\u548c\u65f6\u95f4\u5c3a\u5ea6\u4e0a\u6301\u7eed\u5c55\u5f00\uff0c\u4e0d\u65ad\u53d7\u5230\u795e\u7ecf\u9012\u8d28\u7684\u6269\u6563\u3001\u795e\u7ecf\u7f51\u7edc\u81ea\u8eab\u7684\u7269\u7406\u7ed3\u6784\u4ee5\u53ca\u7ec6\u80de\u57fa\u7840\u8bbe\u65bd\u7684\u5404\u79cd\u5c5e\u6027\u5f71\u54cd\uff0c\u8fd9\u4e9b\u56e0\u7d20\u90fd\u4e0e\u795e\u7ecf\u7cfb\u7edf\u4ee3\u8c22\u6d3b\u52a8\u91ca\u653e\u7684\u5206\u5b50\u98ce\u66b4\u7d27\u5bc6\u4ea4\u7ec7\u5728\u4e00\u8d77\u3002\u5355\u4e2a\u795e\u7ecf\u5143\u672c\u8eab\u5c31\u662f\u590d\u6742\u7684\u751f\u7269\u7cfb\u7edf\uff0c\u5fd9\u4e8e\u7ef4\u62a4\u81ea\u8eab\u7684\u5b8c\u6574\u6027\u5e76\u91cd\u73b0\u5176\u5b58\u5728\u6240\u9700\u7684\u7269\u8d28\u6761\u4ef6\u3002\u7b80\u5355\u5730\u5c06\u5927\u8111\u89c6\u4e3a\u6267\u884c\u6b63\u786e\u8ba1\u7b97\u7684\u673a\u5668\uff0c\u5ffd\u89c6\u4e86\u5176\u590d\u6742\u7684\u591a\u5c42\u9762\u751f\u7269\u6d3b\u52a8\uff0c\u8fd9\u79cd\u89c6\u89d2\u65e2\u4e0d\u5229\u4e8e\u6211\u4eec\u6df1\u5165\u7406\u89e3\u5927\u8111\uff0c\u4e5f\u4f1a\u5f71\u54cd\u6211\u4eec\u5bf9\u610f\u8bc6\u672c\u8d28\u7684\u8ba4\u8bc6\u3002<\/span><\/p>\n


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\u53e6\u4e00\u79cd\u89c2\u70b9\u8ba4\u4e3a\uff0c\u610f\u8bc6\u53ef\u80fd\u4ecd\u7136\u4f9d\u8d56\u4e8e\u5b9e\u73b0\u529f\u80fd\u7ec4\u7ec7\u7684\u6a21\u5f0f\uff0c\u4f46\u4e0d\u4f9d\u8d56\u4e8e\u8ba1\u7b97<\/strong>\u3002\u8fd9\u79cd\u7acb\u573a\u88ab\u79f0\u4e3a\u975e\u8ba1\u7b97\u529f\u80fd\u4e3b\u4e49<\/span>\uff08non-computational functionalism\uff09<\/span>\u3002\u5b83\u4e0e\u5927\u91cf\u4f7f\u7528\u975e\u8ba1\u7b97\u7acb\u573a\u7684\u5f62\u5f0f\u4e3b\u4e49\u6765\u7406\u89e3\u5927\u8111\u6d3b\u52a8\u7684\u5de5\u4f5c\u4e00\u81f4\uff0c\u5305\u62ec\u8ba4\u77e5\u79d1\u5b66\u4e2d\u5f71\u54cd\u6df1\u8fdc\u7684\u7684\u201c\u52a8\u529b\u5b66\u7cfb\u7edf\u201d\u65b9\u6cd5\u3002\u8be5\u65b9\u6cd5\u63d0\u4f9b\u4e86\u8bf8\u5982\u5fae\u5206\u65b9\u7a0b\u7684\u591a\u79cd\u6570\u5b66\u5de5\u5177\u6765\u6a21\u62df\u5177\u8eab\u548c\u5d4c\u5165\u5f0f\u795e\u7ecf\u7cfb\u7edf\u7684\u5c5e\u6027\u5982\u4f55\u968f\u65f6\u95f4\u53d8\u5316\u3002\u7c7b\u4f3c\u7684\u8fd8\u5305\u62ec4E\u7406\u8bba\uff0c\u5f3a\u8c03\u5927\u8111-\u8eab\u4f53-\u4e16\u754c\u4e92\u52a8\u7684\u5177\u8eab\u3001\u5d4c\u5165\u3001\u6267\u884c\u548c\u6269\u5c55\u65b9\u9762\uff0c\u4ee5\u53caGemma\u795e\u7ecf\u9707\u8361<\/span>\uff0830-150Hz\uff09<\/span>\u53ca\u540c\u6b65\u7b49\u3002\u8fd9\u9879\u7814\u7a76\u8005\u90fd\u5728\u5173\u6ce8\u8111\u7684\u52a8\u529b\u5b66\u5c42\u9762\u3002\u4e0a\u8ff0\u89c2\u70b9\u5728\u91cd\u8981\u7ec6\u8282\u4e0a\u6709\u6240\u4e0d\u540c\uff0c\u4f46\u5b83\u4eec\u90fd\u53cd\u5bf9\u5c06\u5927\u8111\u89c6\u4e3a\u7eaf\u7cb9\u7684\u8ba1\u7b97\u5de5\u5177\uff0c\u8ba4\u4e3a\u5927\u8111\u662f\u4e00\u4e2a\u4e0d\u65ad\u53d8\u5316\u7684\u52a8\u6001\u7cfb\u7edf\u3002<\/strong><\/span><\/p>\n


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\u5c06\u5927\u8111\u770b\u6210\u52a8\u6001\u7cfb\u7edf\u800c\u975e\u8ba1\u7b97\u673a\uff0c\u4f1a\u5c06\u6211\u4eec\u5f15\u5165\u8be5\u7efc\u8ff0\u6807\u9898\u4e2d\u6700\u91cd\u8981\u7684\u5173\u952e\u8bcd\uff1a\u751f\u7269\u81ea\u7136\u4e3b\u4e49<\/strong><\/span>\uff08biological naturalism\uff09<\/span>\u3002\u8fd9\u4e2a\u672f\u8bed\u6765\u81ea\u201c\u4e2d\u6587\u5c4b\u201d\u601d\u60f3\u5b9e\u9a8c\u7684\u63d0\u51fa\u8005John Searle\uff0c\u4ed6\u901a\u8fc7\u8fd9\u4e2a\u601d\u60f3\u5b9e\u9a8c\uff0c\u4e0d\u4ec5\u56fe\u7075\u6d4b\u8bd5\u4f5c\u4e3a\u5224\u5b9a\u673a\u5668\u667a\u80fd\u5b58\u5728\u7684\u5145\u5206\u6761\u4ef6\uff0c\u4e5f\u53cd\u9a73\u4e86\u673a\u5668\u53ef\u80fd\u5177\u5907\u667a\u80fd\u7684\u5ef6\u4f38\u8bba\u70b9\u3002<\/span><\/p>\n


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\u751f\u7269\u81ea\u7136\u4e3b\u4e49\u8ba4\u4e3a\uff0c\u610f\u8bc6\u662f\u4e00\u79cd\u751f\u7269\u73b0\u8c61\uff0c\u6e90\u4e8e\u5927\u8111\u548c\u8eab\u4f53\u4e2d\u7684\u795e\u7ecf\u4ee5\u53ca\u5176\u4ed6\u53ef\u80fd\u7684\u751f\u7269\u8fc7\u7a0b\uff0c\u662f\u53ea\u6709\u751f\u7269\u7cfb\u7edf\u624d\u5177\u6709\u7684\u5c5e\u6027<\/strong>\u3002\u5c31\u5982\u540c\u5bf9\u5929\u6c14\u7cfb\u7edf\u7684\u6a21\u62df\u518d\u51c6\u786e\uff0c\u4e5f\u65e0\u6cd5\u5728\u6a21\u62df\u4e2d\u4ea7\u751f\u88ab\u98ce\u5439\u96e8\u6dcb\u7684\u4f53\u9a8c\uff0c\u4e14\u6a21\u62df\u5185\u90e8\u4e0d\u4f1a\u53d8\u6e7f\u3002\u90a3\u6709\u8bc1\u636e\u548c\u7406\u8bba\u80fd\u4f50\u8bc1\u751f\u7269\u81ea\u7136\u4e3b\u4e49\u5417\uff1f\u4e0b\u4e00\u8282\u5c06\u4ece\u9884\u6d4b\u548c\u63a7\u5236\u7684\u795e\u7ecf\u79d1\u5b66\u89c6\u89d2\u5bf9\u751f\u7269\u81ea\u7136\u4e3b\u4e49\u52a0\u4ee5\u8bba\u8bc1\u3002<\/span><\/p>\n


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4. \u9884\u6d4b\u548c\u63a7\u5236\u89c6\u89d2\u4e0b\u7684\u751f\u7269\u81ea\u7136\u4e3b\u4e49<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u9884\u6d4b\u6027\u7f16\u7801\u7406\u8bba\u5c06\u5927\u8111\u7684\u611f\u77e5\u3001\u51b3\u7b56\u4e0e\u884c\u52a8\u770b\u6210\u662f\u6700\u5c0f\u5316\u9884\u6d4b\u8bef\u5dee\u7684\u8fc7\u7a0b\u3002\u800c\u5927\u8111\u4e4b\u6240\u4ee5\u8981\u4e0d\u65ad\u66f4\u65b0\u5bf9\u5916\u754c\u73af\u5883\u7684\u9884\u6d4b\uff0c\u662f\u4e3a\u4e86\u4fdd\u6301\u5176\u6240\u5c5e\u8eab\u4f53\u7684\u5185\u7a33\u5b9a\u3002\u5bf9\u4e8e\u610f\u8bc6\u95ee\u9898\uff0c\u9884\u6d4b\u6027\u7f16\u7801\u7684\u6838\u5fc3\u4e3b\u5f20\u662f\uff0c\u610f\u8bc6\u5185\u5bb9\u662f\u5927\u8111\u201c\u6700\u4f73\u731c\u6d4b\u201d\u7684\u4ea7\u7269\u2014\u2014\u662f\u81ea\u4e0a\u800c\u4e0b\u7684\u611f\u77e5\u9884\u6d4b\u5bf9\u591a\u611f\u5b98\u4ea7\u751f\u7684\u5185\u5bb9\u6574\u5408<\/strong>\u3002\u4e0a\u8ff0\u89c2\u70b9\u66f4\u5f62\u8c61\u7684\u63cf\u8ff0\u662f\u201c\u610f\u8bc6\u662f\u4e00\u79cd\u63a7\u5236\u6027\u5e7b\u89c9\u201d \uff0c\u5173\u952e\u8bcd\u201c\u63a7\u5236\u6027\u201d\u5f3a\u8c03\u610f\u8bc6\u7684\u5185\u5bb9\u662f\u4e3b\u52a8\u751f\u6210\u7684\uff0c\u800c\u4e0d\u662f\u7531\u5916\u754c\u4f53\u9a8c\u88ab\u52a8\u8d4b\u4e88\u7684\u3002\u800c\u610f\u8bc6\u4ea7\u751f\u7684\u57fa\u7840\u662f\u5177\u6709\u4e00\u4e2a\u80fd\u591f\u50cf\u751f\u547d\u4e00\u6837\u4fdd\u6301\u5185\u7a33\u6001\u5e76\u81ea\u590d\u5236\u7684\u8eab\u4f53\uff0c\u8fd9\u5c31\u662f\u751f\u7269\u81ea\u7136\u4e3b\u4e49\u7684\u4f9d\u636e\u4e4b\u4e00\u3002
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\u5728\u6b64\u57fa\u7840\u4e0a\u5916\u5ef6\uff0c\u5bf9\u5185\u90e8\u8eab\u4f53\u548c\u81ea\u8eab\u6240\u5904\u4e16\u754c\u7684\u610f\u8bc6\u611f\u77e5\u540c\u6837\u662f\u4e3b\u52a8\u751f\u6210\uff0c\u800c\u4e0d\u662f\u88ab\u52a8\u8d4b\u4e88<\/strong>\u3002\u8fd9\u4e9b\u4e0e\u8eab\u4f53\u76f8\u5173\u7684\u611f\u77e5\u53ef\u80fd\u6784\u6210\u4e86\u201c\u81ea\u6211\u201d\u4f53\u9a8c\u7684\u57fa\u672c\u90e8\u5206\uff0c\u800c\u610f\u8bc6\u672c\u8eab\u5c31\u65e2\u5305\u542b\u4f53\u5bdf\u5916\u7269\uff0c\u66f4\u5305\u542b\u5185\u89c2\u81ea\u7701\uff0c\u8fd9\u91cc\u7684\u81ea\u7701\uff0c\u5728\u65e5\u5e38\u8bed\u5883\u4e2d\u88ab\u79f0\u4e3a\u60c5\u611f\u3002\u6839\u636e\u9884\u6d4b\u6027\u7f16\u7801\uff0c\u60c5\u611f\u662f\u57fa\u4e8e\u5f53\u524d\u81ea\u6211\u72b6\u6001\u7684\u4e00\u79cd\u81ea\u4e0a\u800c\u4e0b\u7684\u6700\u4f18\u4f30\u8ba1\uff0c\u8fd9\u79cd\u4f30\u8ba1\u7684\u76ee\u6807\u662f\u6700\u5c0f\u5316\u9884\u6d4b\u8bef\u5dee\u3002\u7136\u800c\u5982\u6ca1\u6709\u751f\u7269\u4f53\u5b58\u5728\uff0c\u4e5f\u5c31\u65e0\u6240\u8c13\u81ea\u7701\u548c\u5bf9\u81ea\u8eab\u72b6\u6001\u7684\u9884\u6d4b\uff0c\u56e0\u6b64\u4e5f\u5c31\u65e0\u6cd5\u4ea7\u751f\u610f\u8bc6\u3002\u800c\u5bf9\u5916\u90e8\u4e16\u754c\u7684\u611f\u77e5\uff0c\u66f4\u591a\u5173\u6ce8\u7684\u662f\u63a7\u5236\u800c\u975e\u53d1\u73b0\u3002\u7531\u6b64\u53ef\u8fdb\u4e00\u6b65\u6307\u51fa\uff0c\u610f\u8bc6\u662f\u548c\u751f\u7269\u4f53\u7ef4\u6301\u81ea\u8eab\u5b58\u5728\uff08\u77ed\u671f\u81ea\u7a33\u5b9a\u53ca\u957f\u671f\u81ea\u751f\u6210\uff09\u4e14\u5f3a\u7ed1\u5b9a\u7684\u7279\u5f81\u3002<\/strong><\/span><\/p>\n


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\u7136\u800c\uff0c\u65e0\u8bba\u5f53\u524d\u7684\u673a\u5668\u4eba\u6216\u662f\u5927\u6a21\u578b\uff0c\u90fd\u65e0\u6cd5\u505a\u5230\u81ea\u590d\u5236\u3002\u4e00\u53f0\u8ba1\u7b97\u673a\u4ec5\u4ec5\u80fd\u591f\u63a5\u6536\u8f93\u5165\u5e76\u751f\u6210\u8f93\u51fa\uff0c\u800c\u4e0d\u80fd\u751f\u4ea7\u81ea\u5df1\u3002\u800c\u5bf9\u4e8e\u6b63\u5728\u8fdb\u884c\u81ea\u590d\u5236\u7cfb\u7edf\uff0c\u7531\u4e8e\u5b83\u4eec\u901a\u8fc7\u4e00\u4e2a\u8fc7\u7a0b\u7f51\u7edc\u4e0d\u65ad\u5730\u518d\u751f\u81ea\u5df1\u7684\u7269\u8d28\u7ec4\u6210\u90e8\u5206\uff0c\u5e76\u4e14\u8fd9\u4e2a\u8fc7\u7a0b\u7f51\u7edc\u79ef\u6781\u5730\u7ef4\u6301\u7cfb\u7edf\u4e0e\u5468\u56f4\u73af\u5883\u7684\u754c\u9650\uff0c\u56e0\u800c\u771f\u7684\u6ca1\u6709\u529e\u6cd5\u5c06\u5b83\u4eec\u662f\u4ec0\u4e48\u4e0e\u5b83\u4eec\u505a\u4ec0\u4e48\u5206\u5f00\u3002\u5bf9\u4e8e\u81ea\u6211\u590d\u5236\u7cfb\u7edf\u6765\u8bf4\uff0c\u5b83\u4eec\u901a\u8fc7\u4e00\u4e2a\u590d\u6742\u7684\u8fc7\u7a0b\u7f51\u7edc\u4e0d\u65ad\u5730\u91cd\u5efa\u81ea\u5df1\u7684\u7269\u8d28\u6210\u5206\uff0c\u5e76\u79ef\u6781\u7ef4\u6301\u4e0e\u73af\u5883\u7684\u754c\u9650\uff0c\u4f7f\u5f97\u8fd9\u4e9b\u7cfb\u7edf\u7684\u7269\u8d28\u6784\u6210\u4e0e\u5176\u529f\u80fd\u8868\u73b0\u4e0d\u53ef\u5206\u5272\u3002<\/span><\/p>\n


<\/p>\n

\u5bf9\u4e8e\u751f\u7269\u4f53\u6765\u8bf4\uff0c\u7ef4\u6301\u81ea\u8eab\u7684\u5185\u7a33\u6001\u662f\u751f\u5b58\u7684\u5fc5\u987b\uff0c\u5373\u4f7f\u662f\u6700\u7b80\u5355\u7684\u7ec6\u80de\u4e5f\u9700\u8981\u4e0e\u5916\u754c\u8fdb\u884c\u7269\u8d28\u4ea4\u6362\u3002\u4ece\u751f\u7269\u81ea\u7136\u4e3b\u4e49\u7684\u89c6\u89d2\u770b\uff0c\u8fd9\u79cd\u4ea4\u6362\u662f\u610f\u8bc6\u5f62\u6210\u7684\u5148\u51b3\u6761\u4ef6\u3002\u6b64\u5916\uff0c\u751f\u7269\u662f\u81ea\u590d\u5236\u7cfb\u7edf\u7684\u5178\u578b\u4f8b\u5b50\uff1a\u4e0d\u4ec5\u4ec5\u80fd\u5b9e\u73b0\u9884\u671f\u529f\u80fd\uff0c\u8fd8\u80fd\u4e0d\u65ad\u5730\u91cd\u5efa\u81ea\u5df1\u7684\u7269\u8d28\u57fa\u7840<\/span>\uff08\u81ea\u6211\u751f\u4ea7\uff09<\/span>\uff0c\u7ef4\u6301\u81ea\u8eab\u7684\u5b8c\u6574\u6027<\/span>\uff08\u81ea\u6211\u8bc6\u522b\uff09<\/span>\u3002\u56e0\u6b64\uff0c\u751f\u7269\u6240\u5177\u6709\u7684\u610f\u8bc6\u4e5f\u4e0e\u751f\u7269\u672c\u8eab\u7684\u7269\u8d28\u5b58\u5728\u201c\u5229\u76ca\u76f8\u5173\u201d<\/strong><\/span>\uff08skin in the game\uff09<\/span>\u3002\u610f\u8bc6\u4e0d\u65ad\u5730\u53c2\u4e0e\u8de8\u591a\u4e2a\u7ec4\u7ec7\u5c42\u6b21\u7684\u81ea\u6211\u7ef4\u62a4\u8fc7\u7a0b\u3002<\/span><\/p>\n


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\u5728\u8fd9\u79cd\u89c2\u70b9\u4e0b\uff0c<\/span>\uff08\u66f4\u9ad8\u5c42\u7ea7\u7684\uff09<\/span>\u9884\u6d4b\u5904\u7406\u673a\u5236\u4e0e\u5b83\u4eec\u7684<\/span>\uff08\u66f4\u4f4e\u5c42\u7ea7\u7684\uff09<\/span>\u751f\u7269\u5b66\u80cc\u666f\u88ab\u4e0d\u53ef\u5206\u5272\u5730\u5d4c\u5165\u5230\u540c\u4e00\u4e2a\u6574\u4f53\u4e2d\uff0c\u8fd9\u79cd\u5d4c\u5165\u5bf9\u4e8e\u5b9e\u73b0\u66f4\u9ad8\u5c42\u7ea7\u7684\u7279\u5f81<\/span>\uff08\u4f8b\u5982\u611f\u5b98\u6574\u5408\uff0c\u5168\u5c40\u5904\u7406\uff09<\/span>\u4ee5\u53ca\u89e3\u91ca\u8fd9\u9879\u7279\u5f81\u4e0e\u610f\u8bc6\u7684\u5173\u7cfb\u662f\u5fc5\u8981\u7684\u3002\u56e0\u6b64\uff0c\u610f\u8bc6\u4e0e\u6d3b\u751f\u751f\u7684\u751f\u547d\u7cfb\u7edf\u5bc6\u5207\u76f8\u5173\uff0c\u8fd9\u4e0d\u4ec5\u9650\u4e8e\u6211\u4eec\u719f\u77e5\u7684\u78b3\u57fa\u751f\u547d\uff0c\u751a\u81f3\u7845\u57fa\u7684\u4eba\u5de5\u751f\u547d\u53caHinton\u63d0\u51fa\u7684\u51e1\u4eba\u8ba1\u7b97\uff0c\u5728\u751f\u7269\u81ea\u7136\u4e3b\u4e49\u7684\u6846\u67b6\u4e0b\u4e5f\u53ef\u80fd\u4ea7\u751f\u610f\u8bc6\u3002<\/span><\/p>\n<\/section>\n

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5. \u4f9d\u636e\u81ea\u7531\u80fd\u539f\u7406\u5224\u65ad\u673a\u5668\u610f\u8bc6\u7684\u5b58\u5728<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u82f1\u56fd\u795e\u7ecf\u79d1\u5b66\u5bb6Karl Friston\u7684\u81ea\u7531\u80fd\u539f\u7406\uff0c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u72ec\u7279\u7684\u89c6\u89d2\u6765\u89e3\u91ca\u610f\u8bc6\u7684\u751f\u7269\u5b66\u57fa\u7840\u3002\u8be5\u539f\u7406\u8868\u660e\uff1a\u5982\u679c\u4e00\u4e2a\u7cfb\u7edf\u53ef\u4ee5\u4e0e\u5176\u5916\u90e8\u73af\u5883\u533a\u5206\u5f00\uff0c\u90a3\u4e48\u5b83\u7684\u5185\u90e8\u548c\u5916\u90e8\u72b6\u6001\u5fc5\u987b\u662f\u6761\u4ef6\u72ec\u7acb\u7684\u3002\u5728\u8fd9\u79cd\u89c6\u89d2\u4e0b\uff0c\u751f\u7269\u4f53\u7684\u5b58\u5728\u53ef\u4ee5\u88ab\u63cf\u8ff0\u4e3a\u4e00\u79cd\u590d\u6742\u7684\u4fe1\u606f\u5904\u7406\u8fc7\u7a0b\uff0c\u76ee\u7684\u662f\u6700\u5c0f\u5316\u5916\u754c\u5bf9\u5176\u9884\u671f\u7684\u610f\u5916\u5f71\u54cd\uff0c\u5373\u201c\u81ea\u7531\u80fd\u201d\u3002 
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\u4e0a\u56fe\u5c55\u793a\u4e86\u53f3\u4e0a\u89d2\uff1a\u4e00\u4e2a\u5177\u8eab\u5316\u7684\u5927\u8111\u548c\u5916\u754c\u7684\u56e0\u679c\u4fe1\u606f\u6d41\uff0c\u4ee5\u53ca\u5de6\u4e0a\u89d2\uff0c\u4e00\u4e2a\u751f\u6d3b\u5728\u6a21\u62df\u4e2d\u7684\u5927\u8111\u7684\u56e0\u679c\u6d41\uff0c\u4ee5\u53ca\u4e0b\u56fe\u5728\u4f20\u7edf\u7535\u8111\u4e2d\u7684\u56e0\u679c\u7ed3\u6784\u3002\u6765\u81ea\uff1ahttps:\/\/link.springer.com\/article\/10.1007\/s11098-024-02182-y<\/span><\/section>\n<\/section>\n<\/section>\n
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6. \u51e1\u4eba\u8ba1\u7b97\uff1a\u66f4\u6709\u53ef\u80fd\u7684\u673a\u5668\u667a\u80fd\u4e4b\u8def<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u8fd1\u5e74\u6765\uff0cHinton \u63d0\u51fa\u7684\u51e1\u4eba\u8ba1\u7b97<\/span>\uff08Mortal Computation\uff09<\/span>\u6a21\u578b\u5f15\u53d1\u4e86\u5bf9\u4f20\u7edf\u8ba1\u7b97\u6a21\u5f0f\u7684\u6df1\u5ea6\u53cd\u601d\u3002\u6807\u51c6\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u4e00\u4e2a\u6838\u5fc3\u539f\u5219\u662f\u8f6f\u4ef6\u5e94\u4e0e\u786c\u4ef6\u5206\u79bb\uff0c\u8fd9\u6837\u5728\u4e0d\u540c\u7684\u786c\u4ef6\u4e0a\u6267\u884c\u76f8\u540c\u7684\u7b97\u6cd5\u4f1a\u5f97\u5230\u76f8\u540c\u7684\u8f93\u51fa\u3002\u4f8b\u5982\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5728\u4e00\u53f0\u8ba1\u7b97\u673a\u4e0a\u8bad\u7ec3\u5e76\u83b7\u53d6\u6743\u91cd\uff0c\u7136\u540e\u5728\u53e6\u4e00\u53f0\u8ba1\u7b97\u673a\u4e0a\u8fd0\u884c\uff0c\u5b83\u4eec\u4f1a\u5f97\u5230\u76f8\u540c\u7684\u8fc7\u7a0b\u4e0e\u7ed3\u679c\u3002\u8fd9\u79cd\u6a21\u5f0f\u7a81\u663e\u4e86\u8f6f\u4ef6\u7684\u201c\u4e0d\u673d\u201d\u7279\u6027\u2014\u2014\u8f6f\u4ef6\u4e0d\u4f9d\u8d56\u4e8e\u786c\u4ef6\uff0c\u5373\u4f7f\u539f\u59cb\u5b58\u50a8\u4ecb\u8d28\u635f\u574f\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u66f4\u6362\u786c\u4ef6\u7ee7\u7eed\u4f7f\u7528\u8f6f\u4ef6\u3002<\/strong><\/span><\/p>\n


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Hinton, Geoffrey. ‘The forward-forward algorithm: Some preliminary investigations.’ arXiv preprint arXiv:2212.13345 (2022).<\/span><\/section>\n<\/section>\n<\/section>\n
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\u56fe2: \u751f\u7269\u7269\u7406\u89c6\u89d2\u7684\u51e1\u4eba\u8ba1\u7b97\u8bbe\u5907\uff1a\u5173\u6ce8\u751f\u7269\u4f53\u4e0e\u5185\u90e8\u7a33\u6001\u7684\u7ef4\u6301\u7684\u81ea\u590d\u5236\uff08\u4e0a\u56fe\uff09\u53ca\u63a7\u5236\u8bba\u89c6\u89d2\u4e0b\u7684\u51e1\u4eba\u8ba1\u7b97\u8bbe\u5907\uff08\u4e0b\u56fe\uff09\u6765\u81ea\uff1ahttps:\/\/arxiv.org\/pdf\/2311.09589v1<\/span><\/section>\n<\/section>\n<\/section>\n
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7. \u673a\u68b0\u59ec\u4e2d\u610f\u8bc6\u6d4b\u8bd5\u5b58\u5728\u7684\u95ee\u9898<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u8fd9\u79cd\u53cd\u5411\u7684\u8003\u5bdf\u5e26\u6765\u4e86\u53ef\u80fd\u7684\u6279\u5224\uff1a\u56fe\u7075\u6d4b\u8bd5\u7a76\u7adf\u5728\u68c0\u6d4b\u673a\u5668\u7684\u667a\u80fd\uff0c\u8fd8\u662f\u4eba\u7c7b\u7684\u8f7b\u4fe1\u7a0b\u5ea6\uff1f\u300a\u673a\u68b0\u59ec\u300b\u4e2d\u7684\u5bf9\u8bdd\u6307\u51fa\uff0c\u8fd9\u79cd\u6d4b\u8bd5\u5b9e\u9645\u4e0a\u53ef\u80fd\u66f4\u591a\u5730\u5728\u8bc4\u4ef7\u6d4b\u8bd5\u8005\u672c\u8eab\uff0c\u800c\u975e\u88ab\u6d4b\u8bd5\u7684AI<\/strong>\u3002\u6b64\u5916\uff0c\u53cd\u5411\u610f\u8bc6\u6d4b\u8bd5\u7684\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u662f\u610f\u8bc6\u672c\u8eab\u662f\u4e00\u79cd\u4e3b\u89c2\u4f53\u9a8c\uff0c\u96be\u4ee5\u901a\u8fc7\u5916\u90e8\u8bc4\u4ef7\u8005\u5ba2\u89c2\u5224\u5b9a\u3002\u4e0d\u8fc7\uff0c\u5efa\u7acb\u6b63\u5411\u7684\u6d4b\u8bd5\u65b9\u5f0f\u76ee\u524d\u4e5f\u5f88\u56f0\u96be\u3002\u6b63\u5411\u6d4b\u8bd5\u4f9d\u8d56\u7684\u6307\u6807\u53d6\u51b3\u4e8e\u5404\u81ea\u7684\u7406\u8bba\u6846\u67b6\uff0c\u800c\u6211\u4eec\u5f53\u524d\u5c1a\u4e14\u4e0d\u786e\u5b9a\u89e3\u91ca\u610f\u8bc6\u5e94\u4f7f\u7528\u4f55\u79cd\u7406\u8bba\u6846\u67b6\u3002<\/span><\/p>\n


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\u88ab\u8bd5\u8005\u5bf9\u5927\u6a21\u578b\u662f\u5426\u5177\u6709\u610f\u8bc6\u7684\u8bc4\u5206\uff0c\u4ee5\u53ca\u4e0d\u540c\u4f7f\u7528\u9891\u7387\u8005\u7684\u8bc4\u5206\u5dee\u5f02\uff0c\u6765\u81ea\uff1ahttps:\/\/academic.oup.com\/nc\/article\/2024\/1\/niae013\/7644104<\/span><\/section>\n<\/section>\n<\/section>\n
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\u5f53\u7136\uff0c\u90a3\u4e9b\u8ba9\u5927\u6a21\u578b\u770b\u8d77\u6765\u6709\u610f\u8bc6\u7684\u5bf9\u8bdd\u8fd8\u6709\u66f4\u6734\u5b9e\u7684\u89e3\u91ca\u3002\u5927\u6a21\u578b\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u7edf\u8ba1\u7b97\u6cd5\uff0c\u9884\u6d4b\u6700\u53ef\u80fd\u627f\u63a5\u7684\u4e0b\u4e00\u4e2a\u8bcd\u3002\u8fd9\u4e9b\u6a21\u578b\u901a\u8fc7\u5927\u91cf\u5305\u542b\u5173\u4e8e\u610f\u8bc6\u8ba8\u8bba\u7684\u6587\u672c\u8fdb\u884c\u8bad\u7ec3\uff0c\u56e0\u6b64\u80fd\u591f\u5728\u63d0\u53ca\u610f\u8bc6\u65f6\u751f\u6210\u6d41\u7545\u7684\u56de\u5e94\u3002<\/span><\/p>\n


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\u4e3a\u4ec0\u4e48\u5173\u4e8e\u5927\u6a21\u578b\u662f\u5426\u6709\u610f\u8bc6\u4f1a\u6709\u8fd9\u4e48\u5927\u7684\u4e89\u8bae\uff1f\u770b\u4f3c\u80fd\u8bba\u8bc1\u673a\u5668\u610f\u8bc6\u7684\u5927\u6a21\u578b\u4e92\u52a8\u6848\u4f8b\u5e76\u4e0d\u662f\u76f4\u63a5\u539f\u56e0\u3002\u76f8\u53cd\uff0c\u6848\u4f8b\u4e2d\u7684\u8fd9\u4e9b\u5bf9\u8bdd\u5229\u7528\u4e86\u6211\u4eec\u7684\u504f\u89c1<\/strong>\u2014\u2014\u5305\u62ec\u4eba\u7c7b\u4e2d\u5fc3\u4e3b\u4e49\u548c\u5bf9\u673a\u5668\u7684\u62df\u4eba\u5316\u6295\u5c04\uff0c\u4ee5\u53ca\u5bf9\u8bed\u8a00\u7684\u8bef\u89e3\uff0c\u8ba4\u4e3a\u8bed\u8a00\u662f\u601d\u8003\u7684\u4e3b\u8981\u5de5\u5177\uff0c\u800c\u5176\u5b9e\u8bed\u8a00\u7684\u4e3b\u8981\u529f\u80fd\u662f\u6c9f\u901a\u3002\u8fd9\u4e9b\u770b\u4f3c\u663e\u793a\u5927\u6a21\u578b\u5177\u6709\u610f\u8bc6\u7684\u5bf9\u8bdd\uff0c\u5b9e\u9645\u4e0a\u4e5f\u5f15\u8d77\u4e86\u56fe\u7075\u6d4b\u8bd5\u548c\u610f\u8bc6\u6d4b\u8bd5\u4e4b\u95f4\u7684\u6df7\u6dc6\u3002\u8fd9\u4e9b\u5bf9\u8bdd\u88ab\u65e0\u7f1d\u5730\u878d\u5165\u5230\u4e86\u5e7f\u6cdb\u6d41\u4f20\u7684\u79d1\u5e7b\u53d9\u4e8b\u4e2d\uff0c\u5982\u7535\u5f71\u300a\u673a\u68b0\u59ec\u300b\u6240\u793a\uff0c\u5f53\u673a\u5668\u80fd\u4e0e\u6211\u4eec\u4ea4\u8c08\uff0c\u5c24\u5176\u662f\u5173\u4e8e\u610f\u8bc6\u7684\u8bdd\u9898\u65f6\uff0c\u4f3c\u4e4e\u5c31\u663e\u793a\u51fa\u4e86\u610f\u8bc6\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u73b0\u8c61\u7684\u66f4\u6734\u7d20\u7684\u89e3\u91ca\u5e94\u8be5\u662f\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u6570\u636e\u548c\u5de5\u4f5c\u539f\u7406\u6240\u51b3\u5b9a\u7684\u3002<\/strong><\/span><\/p>\n<\/section>\n

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8. \u897f\u90e8\u4e16\u754c\u4e0e\u300a\u5f17\u5170\u80af\u65af\u5766\u300b\uff1a<\/strong><\/span><\/strong><\/strong><\/p>\n

\u673a\u5668\u610f\u8bc6\u4e89\u8bba\u5e26\u6765\u7684\u9053\u5fb7\u8003\u91cf<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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<\/p>\n

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<\/p>\n

\u7b2c\u4e00\u79cd\uff1a\u610f\u8bc6\u662f\u4e00\u79cd\u8ba1\u7b97\u5f62\u5f0f\uff0c\u968f\u7740AI\u8d8a\u6765\u8d8a\u667a\u80fd\uff0c\u6709\u610f\u8bc6\u7684AI\u4f1a\u5728\u4eba\u7c7b\u8fc8\u5165\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u95e8\u69db\u65f6\u51fa\u73b0\u3002<\/strong>\u8be5\u6587\u6307\u51fa\uff1a\u8fd9\u4e00\u573a\u666f\u662f\u57fa\u4e8e\u6211\u4eec\u7684\u5fc3\u7406\u504f\u89c1\uff0c\u4ee5\u53ca\u5bf9\u8ba1\u7b97\u529f\u80fd\u4e3b\u4e49\u672a\u7ecf\u5145\u5206\u68c0\u9a8c\u7684\u5047\u8bbe\uff0c\u56e0\u6b64\u4e0d\u592a\u53ef\u80fd\u3002<\/span><\/p>\n


<\/p>\n

\u7b2c\u4e8c\u79cd\uff1a\u610f\u8bc6\u662f\u4e00\u79cd\u8ba1\u7b97\u5f62\u5f0f\uff0c\u4f46\u5b83\u5fc5\u987b\u6839\u636e\u610f\u8bc6\u7406\u8bba\u88ab\u660e\u786e\u5730\u201c\u8bbe\u8ba1\u201d\u5230\u4eba\u5de5\u7cfb\u7edf\u4e2d\u3002<\/strong>\u8fd9\u770b\u8d77\u6765\u66f4\u6709\u53ef\u80fd\uff0c\u4f46\u4ecd\u53d6\u51b3\u4e8e\uff081\uff09\u8ba1\u7b97\u529f\u80fd\u4e3b\u4e49\u662f\u5426\u6210\u7acb\uff0c\uff082\uff09\u76f8\u5173\u7406\u8bba\u662f\u5426\u80fd\u591f\u771f\u5b9e\u6307\u5b9a\u610f\u8bc6\u5b58\u5728\u7684\u5145\u5206\u6761\u4ef6\uff0c\u4ee5\u53ca\uff083\uff09\u76f8\u5173\u7684\u8ba1\u7b97\u662f\u5426\u53ef\u4ee5\u5728\u975e\u78b3\u57fa\u7684\u7269\u7406\u57fa\u7840\u4e2d\u5b9e\u73b0\u3002\u57fa\u4e8e\u5982\u5168\u5c40\u5de5\u4f5c\u7a7a\u95f4\u7b49\u610f\u8bc6\u7406\u8bba\uff0c\u6784\u5efa\u6709\u610f\u8bc6\u7684AI\u7684\u5c1d\u8bd5\u5c5e\u4e8e\u8fd9\u4e2a\u573a\u666f\u3002\u5c3d\u7ba1\u8fd9\u4e2a\u573a\u666f\u907f\u514d\u4e86\u5c06\u610f\u8bc6\u4e0e\u667a\u80fd\u6df7\u6dc6\uff0c\u4f46\u5b83\u4ecd\u5efa\u7acb\u5728\u503c\u5f97\u6000\u7591\u7684\u8ba1\u7b97\u529f\u80fd\u4e3b\u4e49\u6210\u7acb\u8fd9\u4e00\u5047\u8bbe\u4e0a\u3002<\/span><\/p>\n


<\/p>\n

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<\/p>\n

\u7b2c\u56db\u79cd\uff1a\u610f\u8bc6\u4f9d\u8d56\u4e8e\u795e\u7ecf\u7cfb\u7edf\u800c\u975e\u8ba1\u7b97\u529f\u80fd\u7ec4\u7ec7\u3002<\/strong>\u8fd9\u65f6\u8ba1\u7b97\u529f\u80fd\u4e3b\u4e49\u5c06\u4e0d\u518d\u6210\u7acb\uff0c\u6a21\u62df\u4e0e\u610f\u8bc6\u76f8\u5173\u7684\u8ba4\u77e5\u529f\u80fd\u4e0e\u7ed3\u6784\u5c06\u4e0d\u8db3\u4ee5\u5b9e\u4f8b\u5316\u610f\u8bc6\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u6709\u610f\u8bc6\u7684AI\u7684\u53ef\u4fe1\u5ea6\u53d6\u51b3\u4e8e\u795e\u7ecf\u7cfb\u7edf\u4e2d\u7684\u975e\u8ba1\u7b97\u529f\u80fd<\/span>\uff08\u5982\u52a8\u529b\u5b66\u7279\u5f81\uff09<\/span>\u662f\u5426\u53ef\u4ee5\u5728\u7845\u57fa\u7b49\u5176\u5b83\u7269\u7406\u57fa\u7840\u4e2d\u5b9e\u73b0\uff0c\u4f8b\u5982\u6784\u5efa\u8db3\u591f\u771f\u5b9e\u7684\u4eba\u5de5\u751f\u547d\u3002\u8fd9\u4e00\u573a\u666f\u88ab\u79f0\u4e3a\u5f31\u751f\u7269\u81ea\u7136\u4e3b\u4e49\uff0c\u5176\u4e2d\u53ea\u6709\u751f\u547d\u7cfb\u7edf\u53ef\u4ee5\u5b9e\u73b0\u610f\u8bc6\u6240\u9700\u7684\u5fc5\u8981\u529f\u80fd\u7ec4\u7ec7\u3002<\/span><\/p>\n


<\/p>\n

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<\/p>\n

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\u6765\u81ea\uff1ahttps:\/\/www.nature.com\/articles\/s41599-024-03553-w<\/span><\/p>\n<\/section>\n<\/section>\n

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\u5c06\u5927\u8111\u89c6\u4e3a\u8ba1\u7b97\u673a\uff0c\u6df7\u6dc6\u667a\u80fd\uff08intelligence\uff09\u4e0e\u610f\u8bc6\uff08consciousness\uff09\uff0c\u8fd9\u4e9b\u601d\u6f6e\u5f88\u53ef\u80fd\u8ba9\u4eba\u4eec\u9ad8\u4f30\u5728\u4e0d\u8fdc\u7684\u672a\u6765\u51fa\u73b0\u771f\u6b63\u6709\u610f\u8bc6\u7684\u4eba\u5de5\u667a\u80fd\uff08\u7684\u53ef\u80fd\u6027\uff09\u3002<\/span><\/strong>\u7136\u800c\u5c3d\u7ba1\u4eba\u7c7b\u4e2d\u5fc3\u4e3b\u4e49\u548c\u62df\u4eba\u5316\u7684\u504f\u89c1\u5728\u63a8\u52a8\u8fd9\u4e00\u8d8b\u52bf\uff0c\u4f46\u610f\u8bc6\u4e5f\u4e0d\u4f1a\u968f\u7740AI\u53d8\u5f97\u66f4\u667a\u80fd\u800c\u81ea\u52a8\u5230\u6765\u3002\u8be5\u6587\u63d0\u51fa\u7684\u8bc1\u636e\uff08\u610f\u8bc6\u4e0e\u751f\u547d\uff0c\u4ee5\u53ca\u66f4\u5177\u4f53\u5730\u8bf4\uff0c\u4e0e\u9884\u6d4b\u5904\u7406\u3001\u81ea\u590d\u5236\u548c\u4ee3\u8c22\u70ed\u529b\u5b66\u7684\u76f8\u4e92\u5173\u7cfb\uff09\u8bf4\u660e\uff0c\u5728\u4f20\u7edf\u7684\u51af\u8bfa\u4f9d\u66fc\u5f0f\u7684AI\u7cfb\u7edf\u4e2d\uff0c\u610f\u8bc6\u53ef\u80fd\u662f\u751f\u547d\u7cfb\u7edf\u7684\u5c5e\u6027\uff0c\u4e14\u6216\u8bb8\u53ea\u53ef\u80fd\u662f\u751f\u547d\u7cfb\u7edf\u7684\u5c5e\u6027\u3002<\/strong><\/span><\/p>\n


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\u8de8\u5c3a\u5ea6\u3001\u8de8\u5c42\u6b21\u7684\u6d8c\u73b0\u662f\u590d\u6742\u7cfb\u7edf\u7814\u7a76\u7684\u5173\u952e\u95ee\u9898\uff0c\u751f\u547d\u8d77\u6e90\u548c\u610f\u8bc6\u8d77\u6e90\u8fd9\u4e24\u5ea7\u4ef0\u4e4b\u5f25\u9ad8\u7684\u5927\u5c71\u662f\u5176\u4ee3\u8868\u3002\u800c\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u3001\u673a\u5668\u5b66\u4e60\u91cd\u6574\u5316\u6280\u672f\u3001\u4fe1\u606f\u8bba\u6216\u4fe1\u606f\u5206\u89e3\u7b49\u8fd1\u5e74\u6765\u65b0\u5174\u7684\u7406\u8bba\u4e0e\u5de5\u5177\uff0c\u6709\u671b\u7834\u89e3\u590d\u6742\u7cfb\u7edf\u7684\u6d8c\u73b0\u89c4\u5f8b\u3002\u800c\u65b0\u5174\u7684\u56e0\u679c\u8868\u5f81\u5b66\u4e60\u3001\u91cf\u5b50\u56e0\u679c\u7b49\u9886\u57df\u4e5f\u5c06\u4e3a\u56e0\u679c\u6d8c\u73b0\u7814\u7a76\u6ce8\u5165\u65b0\u9c9c\u8840\u6db2\u3002<\/span><\/section>\n

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\u96c6\u667a\u4ff1\u4e50\u90e8\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u76ee\u524d\u5df2\u7ecf\u8fdb\u884c\u4e86\u4e94\u5b63\u3002\u7b2c\u4e00\u5b63\u8bfb\u4e66\u4f1a\u7cfb\u7edf\u5730\u68b3\u7406\u4e86\u56e0\u679c\u6d8c\u73b0\u7684\u6982\u5ff5\uff0c\u4ee5\u53ca\u5b83\u4e0eSloopy Model\u3001\u590d\u6742\u6027\u9608\u503c\u3001\u81ea\u6307\u7b49\u6982\u5ff5\u4e4b\u95f4\u7684\u8054\u7cfb\uff0c\u4e5f\u63a2\u8ba8\u4e86\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u5728\u590d\u6742\u7f51\u7edc\u3001\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u5e94\u7528\u3002\u53c2\u770b\uff1a\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u8fde\u63a5\u56e0\u679c\u3001\u6d8c\u73b0\u4e0e\u81ea\u6307\u2014\u2014\u8de8\u5c3a\u5ea6\u52a8\u529b\u5b66\u4e0e\u56e0\u679c\u89c4\u5f8b\u7684\u63a2\u7d22<\/a>\u3002<\/span><\/section>\n

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\u7b2c\u4e94\u5b63\u8bfb\u4e66\u4f1a\u8ffd\u8e2a\u56e0\u679c\u6d8c\u73b0\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\uff0c\u5c55\u793a\u96c6\u667a\u793e\u533a\u6210\u5458\u7684\u539f\u521b\u6027\u5de5\u4f5c\uff0c\u5e0c\u671b\u63a2\u8ba8\u56e0\u679c\u6d8c\u73b0\u7406\u8bba\u3001\u590d\u6742\u7cfb\u7edf\u7684\u4f4e\u79e9\u8868\u793a\u7406\u8bba\u3001\u672c\u5f81\u5fae\u89c2\u6001\u7406\u8bba\u4e4b\u95f4\u7684\u76f8\u901a\u4e4b\u5904\uff0c\u5bf9\u590d\u6742\u7cfb\u7edf\u7684\u6d8c\u73b0\u73b0\u8c61\u6709\u66f4\u6df1\u523b\u7684\u7406\u89e3\u3002\u8bf7\u53c2\u770b\uff1a\u835f\u8403\u590d\u6742\u7cfb\u7edf\u524d\u6cbf\u8fdb\u5c55\uff0c\u96c6\u7ed3\u56e0\u679c\u6d8c\u73b0\u5b66\u672f\u793e\u533a\uff1a\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u7b2c\u4e94\u5b63\u542f\u52a8<\/a><\/span><\/span><\/section>\n

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\u56e0\u679c\u6d8c\u73b0\u793e\u533a\u7531\u96c6\u667a\u4ff1\u4e50\u90e8\u901a\u8fc7\u7cfb\u5217\u56e0\u679c\u6d8c\u73b0\u8bfb\u4e66\u4f1a\u5b55\u80b2\u5b75\u5316\uff0c\u65e8\u5728\u4fc3\u8fdb\u5b66\u672f\u4ea4\u6d41\u548c\u79d1\u5b66\u521b\u65b0\uff0c\u805a\u7126\u4e8e\u7834\u89e3\u590d\u6742\u79d1\u5b66\u7684\u5723\u676f\u95ee\u9898\uff0c\u4e3a\u56fd\u5185\u5b66\u8005\u548c\u79d1\u5b66\u7231\u597d\u8005\u63d0\u4f9b\u4e00\u4e2a\u5171\u4eab\u548c\u63a2\u7d22\u7684\u5e73\u53f0\uff0c\u63a8\u52a8\u79d1\u5b66\u7814\u7a76\u7684\u53d1\u5c55\u3002<\/span><\/section>\n

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\u201c\u540eChatGPT\u201d\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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<\/p>\n

2022\u5e7411\u670830\u65e5\uff0c\u4e00\u4e2a\u73b0\u8c61\u7ea7\u5e94\u7528\u7a0b\u5e8f\u8bde\u751f\u4e8e\u4e92\u8054\u7f51\uff0c\u8fd9\u5c31\u662fOpenAI\u5f00\u53d1\u7684ChatGPT\u3002\u4ece\u95ee\u7b54\u5230\u5199\u7a0b\u5e8f\uff0c\u4ece\u63d0\u53d6\u6458\u8981\u5230\u8bba\u6587\u5199\u4f5c\uff0cChatGPT\u5c55\u73b0\u51fa\u4e86\u591a\u6837\u5316\u7684\u901a\u7528\u667a\u80fd\u3002\u4e8e\u662f\uff0c\u5fae\u8f6f\u3001\u8c37\u6b4c\u3001\u767e\u5ea6\u3001\u963f\u91cc\u3001\u8baf\u98de\uff0c\u4e92\u8054\u7f51\u5927\u4f6c\u4eec\u7eb7\u7eb7\u6469\u62f3\u64e6\u638c\u51c6\u5907\u5165\u573a\u2026\u2026\u4f46\u662f\uff0c\u8bf7\u5148\u51b7\u9759\u4e00\u4e0b\u2026\u2026 \u73b0\u5728 all in \u5927\u8bed\u8a00\u6a21\u578b\u662f\u5426\u771f\u7684\u5408\u9002\uff1f\u8981\u77e5\u9053\uff0cChatGPT\u7684\u80cc\u540e\u5176\u5b9e\u5c31\u662f\u6df1\u5ea6\u5b66\u4e60+\u5927\u6570\u636e+\u5927\u6a21\u578b\uff0c\u800c\u8fd9\u4e9b\u8981\u7d20\u65e9\u57285\u5e74\u524d\u7684AlphaGo\u65f6\u671f\u5c31\u5df2\u7ecf\u5f00\u59cb\u706b\u70ed\u4e86\u30025\u5e74\u524d\u6ca1\u6709\u6293\u4f4f\u673a\u9047\uff0c\u73b0\u5728\u53c8\u51ed\u4ec0\u4e48\u53ef\u4ee5\u642d\u4e0a\u5927\u8bed<\/span>\u8a00\u6a21\u578b\u8fd9\u8d9f\u5217\u8f66\u5462\uff1f<\/span><\/section>\n

<\/section>\n
\u96c6\u667a\u4ff1\u4e50\u90e8\u7279\u522b\u7ec4\u7ec7\u201c\u540e ChatGPT\u201d\u8bfb\u4e66\u4f1a<\/a>\uff0c\u7531\u5317\u5e08\u5927\u6559\u6388\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u521b\u59cb\u4eba\u5f20\u6c5f\u8001\u5e08\u8054\u5408\u8096\u8fbe\u3001\u674e\u5ae3\u7136\u3001\u5d14\u9e4f\u3001\u4faf\u6708\u6e90\u3001\u949f\u7ff0\u5ef7\u3001\u5362\u71da\u7b49\u591a\u4f4d\u8001\u5e08\u5171\u540c\u53d1\u8d77\uff0c\u65e8\u5728\u7cfb\u7edf\u6027\u5730\u68b3\u7406ChatGPT\u6280\u672f\uff0c\u5e76\u53d1\u73b0\u5176\u5f31\u70b9\u4e0e\u77ed\u677f\u3002<\/span>\u8bfb\u4e66\u4f1a\u5df2\u5b8c\u7ed3\uff0c\u73b0\u5728\u62a5\u540d\u53ef\u52a0\u5165\u793e\u7fa4\u5e76\u89e3\u9501<\/span>\u56de\u653e<\/span>\u89c6\u9891\u6743\u9650\u3002<\/span><\/span><\/span><\/section>\n


<\/p>\n<\/section>\n

<\/span><\/a>
<\/p>\n

\u8be6\u60c5\u8bf7\u89c1\uff1a
<\/span><\/section>\n
\u201c\u540e ChatGPT\u201d\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u4ece\u901a\u7528\u4eba\u5de5\u667a\u80fd\u5230\u610f\u8bc6\u673a\u5668<\/a>
<\/section>\n

<\/section>\n

<\/span><\/section>\n
\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/section>\n
1. <\/strong>\u673a\u5668\u610f\u8bc6\uff1a\u4eba\u5de5\u667a\u80fd\u7684\u7ec8\u6781\u6311\u6218<\/a><\/strong><\/span><\/strong><\/section>\n
2. <\/strong>\u201c\u610f\u8bc6\u673a\u5668\u201d\u521d\u63a2\uff1a\u5982\u4f55\u8ba9\u5927\u8bed\u8a00\u6a21\u578b\u5177\u5907\u81ea\u6211\u610f\u8bc6\uff1f<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
3. <\/strong>\u8ba9 ChatGPT \u62e5\u6709\u610f\u8bc6\uff0c\u51af\u00b7\u8bfa\u4f9d\u66fc\u4f1a\u600e\u4e48\u505a\uff1f\u2014\u2014\u81ea\u6307\u673a\u5668\u7684\u5965\u79d8<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
4. <\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
<\/strong>5.<\/strong> \u9f99\u5e74\u5927\u8fd0\u8d77\uff0c\u5b66\u4e60\u6b63\u5f53\u65f6\uff01\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/strong><\/strong><\/strong><\/span><\/strong><\/strong><\/section>\n

6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n


<\/p>\n


<\/p>\n

\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/strong><\/span><\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n

<\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u56fe\u6e90\uff1aMarc-Etienne Peintre \u5bfc\u8bed \u673a\u5668\u80fd\u5426\u771f\u6b63\u62e5\u6709\u610f\u8bc6\uff1f\u8ba4\u77e5\u548c\u8ba1\u7b97\u795e\u7ecf\u79d1\u5b66\u6559\u6388\u3001\u8428\u8d5b\u514b\u65af\u5927\u5b66\u585e\u514b\u52d2\u610f\u8bc6\u79d1\u5b66\u53ca\u5fc3\u7406\u4e2d\u5fc3\u521b\u59cb\u4eba\u4e4b\u4e00\u7684Anil Seth\uff0c\u4f5c\u4e3a\u610f\u8bc6\u9886\u57df\u7684\u6743\u5a01\u4e13\u5bb6\uff0c\u8fd1\u65e5\u5728arxiv\u7684\u7efc\u8ff0\u8bba\u6587\u4e2d\u63d0\u51fa\uff0c\u5c3d\u7ba1\u6280\u672f\u8fdb\u6b65\u8fc5\u901f\uff0c\u4f46\u5b9e\u73b0\u5177\u6709\u610f\u8bc6\u7684AI\u8fd8\u9700\u8981\u6ee1\u8db3\u4e00\u7cfb\u5217\u590d\u6742\u7684\u73b0\u5b9e\u6761\u4ef6\u3002\u4ed6\u7740…<\/p>\n","protected":false},"author":0,"featured_media":52376,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/52392"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=52392"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/52392\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/52376"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=52392"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=52392"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=52392"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=52392"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}